Abstract: Feature matching, which refers to establishing the correspondence of regions between two images (usually voxel features), is a crucial prerequisite of feature-based registration. For ...

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Abstract: Medical image registration is crucial in medical image analysis applications. Recently, U-Net-style networks have been commonly used for unsupervised image registration, predicting dense ...

05/22/2025 - We developed a lightweight registration package featuring several top-performing models, along with tutorials on how to deploy them on some public datasets and benchmarks. See details ...

Introduction: Data-driven gated (DDG) PET has been shown to effectively reduce respiratory motion-induced artifacts, thereby improving the clinical utility of PET/CT imaging. To fully exploit the ...

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During the validation process the network outputs the same transformation matrix (and all the images are transformed in the exact same way) for every image pair no matter what the images are. This ...

Introduction: Generating 3D time-integrated activity (TIA) maps in the voxel-based dosimetry for radionuclide therapy requires non-linear registration of SPECT/CT images acquired at different time ...